Document extraction and matching
Extracting fields from consignment and customs paperwork, matching against expected values, and routing mismatches to a person with the discrepancy highlighted.
Industry
Logistics and transportation
Operational visibility, document processing and exception handling across movements, fleets and facilities.
Services most used here
- Agentic AI & Automation
- Data & Analytics
- Application Development
- Cloud & Infrastructure
Context
What makes this sector different
Logistics operations are exception management at scale. The planned movement is straightforward; the value is in how quickly a delay, a discrepancy or a documentation problem is detected and resolved.
Two constraints shape system design here. First, the document volume is high and much of it is semi-structured — a natural fit for extraction with human confirmation. Second, operational users are often on a device in a vehicle or a yard, so mobile behaviour and connectivity tolerance are functional requirements.
This page sets out how our capabilities apply to this sector's operating pressures. It is not a claim of prior engagements in it. The solution patterns we publish are labelled as designs rather than completed engagements, and we will tell you directly where a requirement would be new to us.
Operating pressures
- High volumes of semi-structured documents from many counterparties
- Delays and discrepancies detected late, once cost is already incurred
- Fragmented visibility across carriers, warehouses and customer systems
- Customer service load driven by status enquiries that could be self-served
- Field users on mobile devices with intermittent connectivity
- Compliance documentation for cross-border and regulated movements
Where we would start
Use cases that tend to pay back first
Ordered by how quickly the result can be verified. Where output is easy to check, automation carries less risk.
Exception detection and triage
Monitoring operational data for movements that have deviated from plan and raising a prioritised, actionable exception rather than a raw alert.
Operational dashboards
Consolidated visibility of status, dwell, utilisation and exceptions on agreed definitions, with drill-through to individual movements.
Customer status self-service
Grounded status answers from operational systems, reducing enquiry volume while keeping the escalation route to a person obvious.
Mobile field applications
Capture and confirmation designed for one-handed use with offline tolerance and conflict-safe synchronisation.
Governance
Constraints we design to from the start
These are the requirements that decide the architecture in this sector. Retrofitting any of them means rebuilding, so they are settled during design.
- Extraction confidence surfaced to the user; low-confidence fields require confirmation
- Commercial data segregated by counterparty with access controls enforced in the data layer
- Automated actions with cost or contractual consequence require human approval
- Offline-first capture where connectivity cannot be relied on
- Reconciliation reporting so integration failures surface rather than silently drop records
- Audit trail of automated decisions for dispute resolution
Related
Services and solutions for this sector
Agentic AI & Automation
AI agents, assistants and automated workflows that carry out real work inside your systems, with human approval at the points that matter.
Data & Analytics
Dashboards, reporting and data foundations that make operational reality visible — and make your organisation ready for AI.
Application Development
Secure, maintainable web and mobile applications — new builds, AI-enabled products, and the modernisation of systems that have become risky to change.
Cloud & Infrastructure
Cloud architecture, migration and system integration — designed for the cost, resilience and compliance position you actually need.
Relevant solutions
Illustrative solution pattern
Document intake and extraction
Structured data extracted from inbound documents, with confidence surfaced and a person confirming before anything is committed.
Read the full write-upIllustrative solution patternOperations dashboard on governed data
A single operational view built on agreed metric definitions, with visible freshness and drill-through to source records.
Read the full write-upIllustrative solution patternSystem integration layer
Reliable data movement between line-of-business systems, with versioned contracts and reconciliation so failures surface.
Read the full write-upWorking in logistics & transport?
Tell us which of these pressures you recognise and which you would put first. We will come back with an honest view of whether we are the right people for it.
We reply to every enquiry within one business day.